Efficient and automatic methods for flexible regression on spatiotemporal data, with applications to groundwater monitoring

Fitting statistical models to spatiotemporal data requires finding the right balance between imposing smoothness and following the data. In the context of P‐splines, we propose a Bayesian framework for choosing the smoothing parameter, which allows the construction of fully automatic data‐driven met...

Descripción completa

Detalles Bibliográficos
Autores principales: Evers, L., Molinari, D. A., Bowman, A. W., Jones, W. R., Spence, M. J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2015
Materias:
Research Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4744788/
https://www.ncbi.nlm.nih.gov/pubmed/26900339
http://dx.doi.org/10.1002/env.2347

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4744788/
https://www.ncbi.nlm.nih.gov/pubmed/26900339
http://dx.doi.org/10.1002/env.2347

Ejemplares similares